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ORCIDBig Data 2019: Wuhan, China
- Hai Jin, Xuemin Lin, Xueqi Cheng, Xuanhua Shi, Nong Xiao, Yihua Huang:
Big Data - 7th CCF Conference, BigData 2019, Wuhan, China, September 26-28, 2019, Proceedings. Communications in Computer and Information Science 1120, Springer 2019, ISBN 978-981-15-1898-0
Big Data Modelling and Methodology
- Huiyu Mu
, Ruizhi Sun, Li Li, Saihua Cai, Qianqian Zhang:
A Constrained Self-adaptive Sparse Combination Representation Method for Abnormal Event Detection. 3-15 - Dongju Yang, Chenyang Xu:
A Distributed Scheduling Framework of Service Based ETL Process. 16-32 - Jia Zhang, Hui Zhang, Bo Li, Chunming Yang, Xujian Zhao:
A Probabilistic Soft Logic Reasoning Model with Automatic Rule Learning. 33-45 - Yu Liang, Wenjun Wu, Lisha Wu, Meng Wang:
Inferring How Novice Students Learn to Code: Integrating Automated Program Repair with Cognitive Model. 46-56 - Zhijuan Kou, Hua Wang, Pingpeng Yuan, Hai Jin, Xia Xie:
Predicting Friendship Using a Unified Probability Model. 57-72 - Jun Feng, Wen Yang, Cheng Gong, Xiaodong Li, Rongrong Bo:
Product Feature Extraction via Topic Model and Synonym Recognition Approach. 73-88 - Hua Lai, Chen Zhao, Zhengtao Yu, Shengxiang Gao, Yu Xu:
Vietnamese Noun Phrase Chunking Based on BiLSTM-CRF Model and Constraint Rules. 89-104
Big Data Support and Architecture
- Yeung Chan, Xia Jie Zhang, Jinghua Zhu:
A Distributed Big Data Discretization Algorithm Under Spark. 107-119 - Dejiao Niu, Yawen Liu, Tao Cai, Xia Zheng, Tianquan Liu, Shijie Zhou:
A Novel Distributed Duration-Aware LSTM for Large Scale Sequential Data Analysis. 120-134 - Yanling Shao, Wenyong Dong:
Considering User Distribution and Cost Awareness to Optimize Server Deployment. 135-147 - Chunbin Li, Xiao Sun, Yindong Dong, Fuji Ren:
Convolutional Neural Networks on EEG-Based Emotion Recognition. 148-158 - Xiaolin Zhang, Haochen Yuan, Zhuolin Li, Huanxiang Zhang, Jian Li:
Distributed Subgraph Matching Privacy Preserving Method for Dynamic Social Network. 159-173
Big Data Processing
- Renji Huang, Qing Ye, Mo-Ci Li:
Clustering-Anonymization-Based Differential Location Privacy Preserving Protocol in WSN. 177-193 - Xiaolin Zhang, Jian Li, Xiaoyu He, Jiao Liu:
Distributed Graph Perturbation Algorithm on Social Networks with Reachability Preservation. 194-208 - Ke Wang, Xia Xie, Jiayu Sun, Wenzhi Cao:
Minimum Spanning Tree Clustering Based on Density Filtering. 209-223 - Yulei Liao, Liang Tan:
Research of CouchDB Storage Plugin for Big Data Query Engine Apache Drill. 224-239 - Haibo Xu, Chengshun Jiang:
Visual Saliency Based on Two-Dimensional Fractional Fourier Transform. 240-252
Big Data Analysis
- Lifeng Cao, Xin Lu, Zhensheng Gao, Zhanbing Zhu:
An Information Sensitivity Inference Method for Big Data Aggregation Based on Granular Analysis. 255-270 - Jianing Tong, Wei Chen, Zhihua Wei:
Attentional Transformer Networks for Target-Oriented Sentiment Classification. 271-284 - Peishen Shi, Puyu Wang, Hai Zhang:
Distributed Logistic Regression for Separated Massive Data. 285-296 - Deming Chu, Fan Zhang, Jingjing Lin:
Similarity Evaluation on Labeled Graphs via Hierarchical Core Decomposition. 297-311 - Chong Sun, Weiyu Zhou, Zhongshan Song, Fan Yin, Lei Zhang, Jianquan Bi:
Weighted Multi-label Learning with Rank Preservation. 312-324 - Jinrong He, Dongjian He, Bin Liu, Wenfa Wang:
Orthogonal Graph Regularized Nonnegative Matrix Factorization for Image Clustering. 325-337
Big Data Application
- Yonghou He, Bo Chen, Yuanxi Li, Chunqing Wang, Zili Zhang, Li Tao:
Characteristics of Patient Arrivals and Service Utilization in Outpatient Departments. 341-350 - Jianlin Zhu, Yilin Kang, Rongbo Zhu, Dajiang Wei, Yao Chen, Zhi Li, Zhentong Wang, Jin Huang:
College Academic Achievement Early Warning Prediction Based on Decision Tree Model. 351-365 - Xiaoyan Duan, Ningjiang Chen, Yongsheng Xie:
Intelligent Detection of Large-Scale KPI Streams Anomaly Based on Transfer Learning. 366-379 - Chun Li, Wenfeng Shi, Lin Shang:
Latent Feature Representation for Cohesive Community Detection Based on Convolutional Auto-Encoder. 380-394 - Xuehui Jing, Hongwei Zhao, Shuai Zhang, Ying Ruan:
Research on Monitoring Method of Ethylene Oxide Process by Improving C4.5 Algorithm. 395-405 - Hua Zhao, Jing Wang, Qimin Zhou, Xin Wang, Hao Wu:
Web API Recommendation with Features Ensemble and Learning-to-Rank. 406-419 - Zhi Yu, Jiajun Bu, Chunbin Gu, Shuyi Song, Liangcheng Li:
EagleQR: An Application in Accessing Printed Text for the Elderly and Low Vision People. 420-430
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